HumanGaussian: Text-Driven 3D Human Generation with Gaussian Splatting

28 November 2023

Xian Liu

Xiaohang Zhan

Jiaxiang Tang

Ying Shan

Gang Zeng

Dahua Lin

Xihui Liu

Ziwei Liu

3DGS

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Papers citing "HumanGaussian: Text-Driven 3D Human Generation with Gaussian Splatting"

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Title
Creating Your Editable 3D Photorealistic Avatar with Tetrahedron-constrained Gaussian Splatting Hanxi Liu Yifang Men Zhouhui Lian 3DGS 33 0 0 29 Apr 2025
Text-based Animatable 3D Avatars with Morphable Model Alignment Yiqian Wu Malte Prinzler Xiaogang Jin Siyu Tang DiffM 25 0 0 22 Apr 2025
CityGS-X: A Scalable Architecture for Efficient and Geometrically Accurate Large-Scale Scene Reconstruction Yuanyuan Gao Hao Li Jiaqi Chen Zhengyu Zou Zhihang Zhong Dingwen Zhang Xiao-Fu Sun Junwei Han 3DGS 53 0 0 29 Mar 2025
VideoRFSplat: Direct Scene-Level Text-to-3D Gaussian Splatting Generation with Flexible Pose and Multi-View Joint Modeling Hyojun Go Byeongjun Park Hyelin Nam Byung-Hoon Kim Hyungjin Chung Changick Kim 3DGS VGen 92 1 0 20 Mar 2025
Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control Nvidia Hassan Abu Alhaija Jose M. Alvarez Maciej Bala Tiffany Cai ... Yuchong Ye Xiaodong Yang X. Yang Xiaohui Zeng Yu Zeng VGen 86 1 0 18 Mar 2025
FuseChat-3.0: Preference Optimization Meets Heterogeneous Model Fusion Ziyi Yang Fanqi Wan Longguang Zhong Canbin Huang Guosheng Liang Xiaojun Quan MoMe 87 1 0 06 Mar 2025
GaussianMotion: End-to-End Learning of Animatable Gaussian Avatars with Pose Guidance from Text Gyumin Shim Sangmin Lee Jaegul Choo 3DGS 61 0 0 17 Feb 2025
MaintaAvatar: A Maintainable Avatar Based on Neural Radiance Fields by Continual Learning Shengbo Gu Yu-Kun Qiu Yu-Ming Tang Ancong Wu Wei-Shi Zheng 36 0 0 04 Feb 2025
Lifting by Gaussians: A Simple, Fast and Flexible Method for 3D Instance Segmentation Rohan Chacko Nicolai Haeni Eldar Khaliullin Lin Sun Douglas Lee 3DGS 42 1 0 31 Jan 2025
Decoupling Appearance Variations with 3D Consistent Features in Gaussian Splatting Jiaqi Lin Zhihao Li Binxiao Huang Xiao Tang Jianzhuang Liu Shiyong Liu Xiaofei Wu Fenglong Song Wenming Yang 3DGS 40 2 0 18 Jan 2025
GaussianPainter: Painting Point Cloud into 3D Gaussians with Normal Guidance Jingqiu Zhou Lue Fan Xuesong Chen Linjiang Huang Si Liu Hongsheng Li 3DGS 31 0 0 23 Dec 2024
Make-It-Animatable: An Efficient Framework for Authoring Animation-Ready 3D Characters Zhiyang Guo Jinxu Xiang Kai Ma Wengang Zhou H. Li Ran Zhang 3DH 81 2 0 27 Nov 2024
SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis Hyojun Go Byeongjun Park Jiho Jang Jin-Young Kim Soonwoo Kwon Changick Kim 3DGS 111 2 0 25 Nov 2024
GPS-Gaussian+: Generalizable Pixel-wise 3D Gaussian Splatting for Real-Time Human-Scene Rendering from Sparse Views Boyao Zhou Shunyuan Zheng Hanzhang Tu Ruizhi Shao Boning Liu Shengping Zhang Liqiang Nie Y. Liu 3DGS 62 1 0 18 Nov 2024
DiHuR: Diffusion-Guided Generalizable Human Reconstruction Jinnan Chen Chen Li G. Lee 3DH 92 1 0 16 Nov 2024
FreeGaussian: Annotation-free Controllable 3D Gaussian Splats with Flow Derivatives Qizhi Chen Delin Qu Yiwen Tang Haoming Song Haoming Song Dong Wang Bin Zhao X. Li 3DGS 31 0 0 29 Oct 2024
LoDAvatar: Hierarchical Embedding and Adaptive Levels of Detail with Gaussian Splatting for Enhanced Human Avatars Xiaonuo Dongye Hanzhi Guo Le Luo Haiyan Jiang Yihua Bao Zeyu Tian Dongdong Weng 3DGS 25 1 0 28 Oct 2024
DaRePlane: Direction-aware Representations for Dynamic Scene Reconstruction Ange Lou Benjamin Planche Zhongpai Gao Yamin Li Tianyu Luan Hao Ding Meng Zheng Terrence Chen Ziyan Wu Jack H. Noble 22 0 0 18 Oct 2024
AvatarGO: Zero-shot 4D Human-Object Interaction Generation and Animation Yukang Cao Liang Pan Kai Han Kwan-Yee K. Wong Ziwei Liu VGen 32 0 0 09 Oct 2024
DreamWaltz-G: Expressive 3D Gaussian Avatars from Skeleton-Guided 2D Diffusion Yukun Huang Jianan Wang Ailing Zeng Zheng-Jun Zha Lei Zhang Xihui Liu 3DGS 26 5 0 25 Sep 2024
Generative Object Insertion in Gaussian Splatting with a Multi-View Diffusion Model Hongliang Zhong Can Wang Jingbo Zhang Jing Liao 3DGS DiffM 33 2 0 25 Sep 2024
LM-Gaussian: Boost Sparse-view 3D Gaussian Splatting with Large Model Priors Hanyang Yu Xiaoxiao Long Ping Tan 3DGS 31 4 0 05 Sep 2024
AMG: Avatar Motion Guided Video Generation Zhangsihao Yang Mengyi Shan Mohammad Farazi Wenhui Zhu Yanxi Chen Xuanzhao Dong Yalin Wang VGen DiffM 64 0 0 02 Sep 2024
Compositional 3D-aware Video Generation with LLM Director Hanxin Zhu Tianyu He Anni Tang Junliang Guo Zhibo Chen Jiang Bian DiffM VGen 31 7 0 31 Aug 2024
MagicMan: Generative Novel View Synthesis of Humans with 3D-Aware Diffusion and Iterative Refinement Xu He Xiaoyu Li Di Kang Jiangnan Ye Chaopeng Zhang Liyang Chen Xiangjun Gao Han Zhang Zhiyong Wu Haolin Zhuang DiffM 22 7 0 26 Aug 2024
Avatar Concept Slider: Controllable Editing of Concepts in 3D Human Avatars Yixuan He Lin Geng Foo Ajmal Saeed Mian Hossein Rahmani Jun Liu Christian Theobalt 21 1 0 26 Aug 2024
Barbie: Text to Barbie-Style 3D Avatars Xiaokun Sun Zhenyu Zhang Ying Tai Qian Wang Hao Tang Zili Yi Jian Yang LM&Ro 36 2 0 17 Aug 2024
DreamCar: Leveraging Car-specific Prior for in-the-wild 3D Car Reconstruction Xiaobiao Du Haiyang Sun Ming Lu Tianqing Zhu Xin Yu 23 2 0 24 Jul 2024
HDRSplat: Gaussian Splatting for High Dynamic Range 3D Scene Reconstruction from Raw Images Shreyas Singh Aryan Garg Kaushik Mitra 3DGS 35 7 0 23 Jul 2024
VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control Sherwin Bahmani Ivan Skorokhodov Aliaksandr Siarohin Willi Menapace Guocheng Qian ... Chaoyang Wang Jiaxu Zou Andrea Tagliasacchi David B. Lindell Sergey Tulyakov VGen DiffM 67 41 0 17 Jul 2024
Reference-based Controllable Scene Stylization with Gaussian Splatting Yiqun Mei Jiacong Xu Vishal M. Patel 3DGS 33 3 0 09 Jul 2024
WildAvatar: Learning In-the-wild 3D Avatars from the Web Zihao Huang Shoukang Hu Guangcong Wang Tianqi Liu Yuhang Zang Z. Cao Wei Li Ziwei Liu 36 0 0 02 Jul 2024
ClotheDreamer: Text-Guided Garment Generation with 3D Gaussians Yufei Liu Junshu Tang Chu Zheng Shijie Zhang Jinkun Hao Junwei Zhu Dongjin Huang 33 3 0 24 Jun 2024
Wild-GS: Real-Time Novel View Synthesis from Unconstrained Photo Collections Jiacong Xu Yiqun Mei Vishal M. Patel 3DGS 38 18 0 14 Jun 2024
Instant 3D Human Avatar Generation using Image Diffusion Models Nikos Kolotouros Thiemo Alldieck Enric Corona Eduard Gabriel Bazavan C. Sminchisescu 32 0 0 11 Jun 2024
STAR: Skeleton-aware Text-based 4D Avatar Generation with In-Network Motion Retargeting Zenghao Chai Chen Tang Yongkang Wong Mohan Kankanhalli DiffM 24 7 0 07 Jun 2024
A Survey on 3D Human Avatar Modeling -- From Reconstruction to Generation Ruihe Wang Yukang Cao Kai Han Kwan-Yee K. Wong 42 5 0 06 Jun 2024
Report on Methods and Applications for Crafting 3D Humans Lei Liu K. Zhao 37 0 0 03 Jun 2024
4Diffusion: Multi-view Video Diffusion Model for 4D Generation Haiyu Zhang Xinyuan Chen Yaohui Wang Xihui Liu Yunhong Wang Yu Qiao VGen 64 27 0 31 May 2024
ID-to-3D: Expressive ID-guided 3D Heads via Score Distillation Sampling F. Babiloni Alexandros Lattas Jiankang Deng S. Zafeiriou DiffM 28 4 0 26 May 2024
Challenges and Opportunities in 3D Content Generation Ke Zhao Andreas Larsen 17 0 0 24 May 2024
HDR-GS: Efficient High Dynamic Range Novel View Synthesis at 1000x Speed via Gaussian Splatting Yuanhao Cai Zihao Xiao Yixun Liang Minghan Qin Yulun Zhang Xiaokang Yang Yaoyao Liu Alan L. Yuille 3DGS 65 14 0 24 May 2024
I3DGS: Improve 3D Gaussian Splatting from Multiple Dimensions Jinwei Lin 3DGS 13 0 0 10 May 2024
Gaussian Splatting: 3D Reconstruction and Novel View Synthesis, a Review Anurag Dalal Daniel Hagen K. Robbersmyr Kristian Muri Knausgård GP 3DV 3DGS 39 20 0 06 May 2024
X-Oscar: A Progressive Framework for High-quality Text-guided 3D Animatable Avatar Generation Yiwei Ma Zhekai Lin Jiayi Ji Yijun Fan Xiaoshuai Sun Rongrong Ji 28 7 0 02 May 2024
UVMap-ID: A Controllable and Personalized UV Map Generative Model Weijie Wang Jichao Zhang Chang Liu Xia Li Xingqian Xu Humphrey Shi N. Sebe Bruno Lepri 18 2 0 22 Apr 2024
Portrait3D: Text-Guided High-Quality 3D Portrait Generation Using Pyramid Representation and GANs Prior Yiqian Wu Hao Xu Xiangjun Tang Xien Chen Siyu Tang Zhebin Zhang Chen Li Xiaogang Jin 40 10 0 16 Apr 2024
End-to-End Rate-Distortion Optimized 3D Gaussian Representation Henan Wang Hanxin Zhu Tianyu He Runsen Feng Jiajun Deng Jiang Bian Zhibo Chen 3DGS 16 22 0 09 Apr 2024
TC4D: Trajectory-Conditioned Text-to-4D Generation Sherwin Bahmani Xian Liu Yifan Wang Ivan Skorokhodov Victor Rong ... Jeong Joon Park Sergey Tulyakov Gordon Wetzstein Andrea Tagliasacchi David B. Lindell 94 34 0 26 Mar 2024
Semantic Gaussians: Open-Vocabulary Scene Understanding with 3D Gaussian Splatting Jun Guo Xiaojian Ma Yue Fan Huaping Liu Qing Li 3DGS 36 3 0 22 Mar 2024